amoliu

amoliu / g_series_9.ipynb

Created March 14, 2020 07:01 — forked from karamanbk/g_series_9.ipynb

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amoliu / group_lasso.py

Last active August 29, 2015 14:24 — forked from fabianp/group_lasso.py

	import numpy as np
	from scipy import linalg, optimize

	MAX_ITER = 100


	def group_lasso(X, y, alpha, groups, max_iter=MAX_ITER, rtol=1e-6,
	verbose=False):
	"""
	Linear least-squares with l2/l1 regularization solver.

amoliu / lstm-lm.py

Last active August 29, 2015 14:11 — forked from neubig/lstm-lm.py

	#!/usr/bin/env python
	# -- coding: utf-8 --

	# This is a simplified implementation of the LSTM language model (by Graham Neubig)
	#
	# LSTM Neural Networks for Language Modeling
	# Martin Sundermeyer, Ralf Schlüter, Hermann Ney
	# InterSpeech 2012
	#
	# The structure of the model is extremely simple. At every time step we